I'm just a tool builder. • Elon Musk - “Worth following” • Charlie Kirk - “You're a must follow” • https://t.co/jpUi2v8oVa • Substack: datarepublican
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Mar 20 • 5 tweets • 2 min read
🔥 UPDATE: 🔥
So, two days ago, the doxxing website DOGEQUEST, primed by an article by the @sltrib, slapped my husband’s distillery front and center in an attempt to intimidate and silence me.
To be honest, it did get me down.
And … congratulations, they might have achieved their goal. We might just have to shutter the whole operation…
… because my husband just now notified me our entire inventory got nearly cleared out in 48 hours flat. His multi-year productions, all of which he personally oversaw and toiled over. All bought out in the blink of an eye.
Terrorists lose this round.
And I have a great feeling that this is going to similarly backfire against @Tesla .
There is a miraculous element to this, IMHO.
We had been trying many months to sell our product online with little success.
It is not a coincidence of the Lord that we finally went online, just one day after he got doxxed in the worst way possible by a viral website.
I pray that every patriot takes encouragement from this.
Mar 19 • 7 tweets • 4 min read
💎 DUPLICATE SMALL DOLLAR DONATIONS IN KANSAS LOCAL RACES
Following the discovery of @matt_vanswol’s report on fraudulent donations in Kansas, I analyzed four local candidates’ filings. I uncovered 13 donors who each made identical donations to the same candidate on the same date—10 of these donors were from out of state. These same contributors also appeared across most of the nine candidates that Mr. Van Swol donated to, but I focused on these four reports.
Here are the names I found which appeared across all 4 reports. All dates and amounts were same:
🔷 Benjamin k Hand, 10/10/20, $2.00/$1.00, CA
🔷 Chia Yuan Hung, 10/10/20, $1.00, NY
🔷 Dawn Hoffman, 10/10/20, $1.00, FL
🔷 Elaina Rose, 10/10/20, $10.00, WA
🔷 Jennifer Forbes, 10/10/20, $2.00, KS
🔷 Kathleen Newman, 08/04/20, $32.00, KS
🔷 Margaret Pisciotta, 09/18/20, $4.00, KS
🔷 Martha Teitelbaum, 10/10/20, $1.00, MD
🔷 Matthew Van Swol, 09/01/20, $2.00, NC
🔷 Rena Korb, 10/10/20, $1.00, CA
🔷 Ryan Ward, 10/10/20, $1.00, CA
🔷 Tamir Avital, 10/10/20, $4.00, CA
🔷 Teresa Lewis-Hutson, 09/02/20, $1.00, MO
Receipts follow.
@matt_vanswol Here are where you can download the donation reports for the campaign cycle:
Three additional MAGA X influencers got swatted today: @Beard_Vet , @matt_vanswol , @GrageDustin .
I used Grok to compile the following list of swatting victims and then ran it through both Grok and OpenAI’s deep research tools to find common patterns.
I also used AI to analyze who wasn’t swatted, to identify differentiating factors. Finally, I attempt to identify the next high priority targets. Thread follows. 👇
@Beard_Vet @matt_vanswol @GrageDustin The top AI identifying factor among swatted victims: association with @elonmusk , and/or prominence in alt-media such as InfoWars or War Room.
Documenting receipts (sorry, this will be slow):
Mar 13 • 5 tweets • 3 min read
Hello Mr. Ludd,
The question is not whether such awards exist—I have already acknowledged that they do. The issue at hand is not a matter of finding a counter-example and declaring the metric validated. The real question is which heuristic is more accurate: relying on "current award value" or assuming that contractors typically spend up to their maximum authority.
The scale of relevant awards is vast—tens of thousands exceed $1 million and collectively amount to trillions. In contrast, you have cited only a few dozen exceptions. You are not providing not a refutation; you prove to have a fundamental misunderstanding of how heuristic correctness is determined.
Historically and consistently, contractors spend to their maximum authority. Given this reality, the most accurate heuristic for estimating savings is to use potential award value.
I trust this clarifies the point.
In my initial run, which processed the first 60,000 rows, I did not find these awards—my hard drive overheated long before I could complete a full pass through the database. In a later run, which I referenced in another post, I did identify two such awards. That discrepancy is a matter of sampling size, not an issue with the query itself.
I’ll now attempt a full run, which should capture the awards you found.
Mar 8 • 20 tweets • 7 min read
🧵 (Re-posting after it was accidentally made exclusive)
Doing a thought-of-consciousness thread here. First up, Troublemakers. They are small and grassroots, with no EIN that I could link to them yet. They were featured in a news article wherein they asked Amazon to stop buying fracked gas from GTN XPress - which seems to be a highly specific request.
A name I found was Valerie Costa.
Valerie Costa of Troublemakers has an article on Medium. medium.com/@valeriecosta/…
Mar 5 • 10 tweets • 4 min read
🧵 THREAD: Ahead of @DOGE_GSA 's 65 billion re-negotiation with the big contracting companies, I took a quick look at their awards.
First up: Ernst & Young. Uncle Sam cut them a $9 million check for—wait for it—a "Supply Chain Funds Reimbursement Administrator."
Forget STEM, folks—federal consulting is the real money printer! 🤑
Award: CONT_AWD_273FCC24F0052_2700_47QRAD19DU201_4732
@DOGE_GSA 🚨 HUD also gave Ernst & Young $838,195 to “improve its strategic approach” for... its own initiatives.
Translation: Nearly a million bucks to shuffle paperwork, check some boxes, and make sure they comply with policies they wrote themselves.
Mar 5 • 59 tweets • 5 min read
2025 SOTU LIVE COMMENTARY THREAD -
Disclaimer: Terrible at this kind of thing, you're probably way better off following someone else.
Watching Fox News now. Lots of JD Vance. He is a once-ina-generation talent and hopefully he can be no. 48.
Mar 4 • 10 tweets • 4 min read
🧵 I was curious about this coordination, so I dived into this with AI and came up with a lot of names. Thread follows:
First off, the Senate Democratic Caucus operates a Senate Democratic Media Center (SDMC), which “serves as a one-stop-shop for Democratic offices looking for high-level digital assets,” providing video editors, studios, and digital strategists for coordinated content.
AI speculates that content was centrally developed – most likely under the direction of Senate Democratic leadership’s communications arm – and then executed by the senators’ communications staff in coordination.
But the rabbit hole doesn't end here. Hang on...
AI speculates one specific person is leading this: Justin Goodman, Senate Majority Leader Chuck Schumer's former communications director.
And indeed, if you go to his website, his biography brags about him as “the chief spokesman for every Senate battle in recent memory.”
Mar 3 • 6 tweets • 2 min read
🚨 NEW TOOL: PEOPLE RELATIONS (BETA) 🚨
🔎 DIG DEEP. CONNECT THE DOTS.
I’ve built a powerful tool to help you search names and uncover how people, entities, and organizations connect. Visualize relationships in an interactive graph and see who’s tied to whom – all in just a few clicks.
Here’s what you can do:
✅ Search by Name – Enter any keyword and quickly see matching individuals
✅ Color-Coded Categories – Instantly differentiate connections like FAMILY, WORK, POLITICAL, LEGAL, and more.
✅ Interactive Graph Exploration – Pan and zoom with ease. Download your findings as SVG for offline analysis.
✅ Bullet Summaries – Each node can include key info to help you grasp context at a glance.
💡 Whether you're investigating personal ties, mapping historical links, or demanding greater transparency, this BETA tool places massive relational data at your fingertips.
⚠️ Still ironing out the edges and @watilo will go fix it – thanks for your patience! Data-heavy and best viewed on desktop.
👇 Try it now: [link in next post]
datarepublican.com/relations/?sub…
Mar 2 • 4 tweets • 2 min read
Is there an explanation for this? Retirees living in Ukraine? Looks like there are tons of those. @DOGE_SSA
@DOGE_SSA Hello @Oilfield_Rando do you know what this is about?
Mar 1 • 5 tweets • 2 min read
🚀 Today's Progress Update
1️⃣ Organized all relationships into seven key categories: Political, Social, Business, Media, Family, Historical, Educational, and Other.
2️⃣ Eliminated redundant symmetrical cycles for a cleaner structure.
3️⃣ Removed less-relevant nodes to improve clarity.
4️⃣ Developed a scalable indexing system for better navigation and floating relationships between adjacent nodes.
I know this took longer than expected, so here's another (unpolished) preview—this time featuring Volodymyr Zelenskyy. 🎭🎤
🔗 Download the high-res SVG below (note: this version doesn’t include the latest improvements listed above).
🔥 Check it out! 🔥
Here's the high-res SVG preview featuring Volodymyr Zelenskyy—raw, unpolished, but still packed with insights! (And you can see why it's a process to get it to be user friendly!) 🚀
We’re giving you a first look at our people relations, mapping networks with Jeffrey Epstein as the anchor node. And guess what? Each of those connections has their own graphs too! 🌐👀
Don’t worry how ugly it is—@watilo will make it look beautiful as always! 🎨✨
The International Republican Institute's website is down, supposedly to "mitigate expenses." But maintaining a mostly static site isn’t expensive. Does replacing a few biographies with an outage banner actually save money? Or is there another reason they pulled the plug?
@IRIglobal any comments?
They seem awfully defensive here. Rich, particularly since they financed mass migration NGOs:
Feb 23 • 4 tweets • 2 min read
I received some interesting info from a credible source, as follows. @DOGE_TREAS may want to know if they don't already:
One of the lasting impacts of the PATRIOT Act is its requirement for financial institutions to report all transactions over $3,000 to the U.S. Treasury—a threshold that has never been adjusted for inflation. This data-sharing framework, originally intended to track illicit financial activity, also allows financial institutions to share transaction insights with each other under absolute legal immunity.
In practice, this means that major financial institutions effectively operate their own version of FinCEN internally, gaining a comprehensive, real-time view of global money movements. While regulatory safeguards exist to ensure this data is used strictly for financial crime enforcement, it's highly likely that the Treasury’s vast database holds key records on NGO funding flows.
Yet, there’s a growing concern that Treasury itself isn’t actively monitoring this data—outsourcing the heavy lifting to financial institutions instead. Whether due to oversight or intent, this leaves critical financial crime data untouched at the federal level.
Could this be why some are so resistant to @DOGE's involvement in Treasury systems? It’s less about routine transactions and more about preventing independent analysis of a financial intelligence goldmine.
@DOGE_TREAS Source concludes: "Maybe this is why everyone is so keen to keep DOGE out of the Treasury systems. It isn’t about Social Security checks, it is more about people rooting through the FinCEN database."
Feb 22 • 4 tweets • 2 min read
🚨 NEW TOOL: 2024 SMALL DOLLAR DONOR LOOKUP 🚨
🔎 FIND THE SMURFS. ANALYZE THE RESULTS. 💰
I’ve just launched a 2024 ActBlue / WinRed Donor Lookup, making it easier than ever to investigate small-dollar donations in the 2024 cycle. All donations under $10 from either ActBlue or WinRed are included this dataset.
This is meant to be a complement to @PeterBernegger ElectionWatch website!
Enter any name, zipcode, or combination, and start digging!
✅ Asynchronous Streaming Search – Watch partial results roll in as each data batch is processed. No for the entire dataset.
✅ Flexible Name + ZIP Lookup – Enter partial or full tokens (e.g. "JOHN 90210") and the tool will find every match in seconds.
✅ Global Summaries + Per-Donor Aggregations – Instantly see campaign-level overviews and, simultaneously, group results by individual donors.
✅ Interactive Pie Charts – Visual breakdowns of donation counts and amounts by campaign, color-coded for ActBlue and WinRed.
✅ One-Click CSV Download – Export your entire result set for offline analysis.
💡 Whether you’re investigating potential “Smurfs,” uncovering hidden patterns, or tracking suspicious donation flows, this tool makes the research process straightforward and scalable.
⚠️ Data-heavy! Best viewed on desktop and may take time to complete large queries.
👇 Try it now: [link in next post]datarepublican.com/donations2024/
Feb 19 • 5 tweets • 2 min read
New Substack article up - explaining why DataRepublican dotcom was necessary to expose the awards spending, and why critics who say the data was already available are ignorant:
Data Isn’t Transparency: Why USASpending dotgov Buried the Truth (and DOGE Dug It Up)
📞 CALL SENATOR COTTON’S OFFICE NOW—DON’T WAIT. 🚨 SPREAD THIS.
Senator Cotton's office: (479) 751-0879
Senator Cotton's fax: (479) 464-0648
This is real. @JDVance and @PeteHegseth publicly backing @ElbridgeColby on X means one thing: his nomination is under attack. The resistance in the Senate is led by @SenTomCotton—and it’s not about qualifications, it’s about power.
Why? Because Colby rejects the failed ideology of endless wars. He’s a foreign policy realist who threatens the status quo. That’s why the establishment is fighting so hard to stop him.
🔎 Who is Tom Cotton really working for?
He’s a Director at the International Republican Institute (IRI)—one of Washington’s elite NGOs. While IRI brands itself Republican, it’s part of the same D.C. machine that opposes America First policies.
💰 Follow the money:
IRI raked in $130,689,289 last year—mostly taxpayer cash, funneled through USAID. While Cotton isn’t paid, the organization spends $12,173,741 on travel and $14,232,108 on pensions and perks. Meanwhile, it funds refugee resettlement and backs globalist priorities.
🚨 READ THIS TWICE:
If you're with IRI, you're with the global elite—not the American people. The only way to prove otherwise? Resign.
🔥 Don’t let them win. Call Tom Cotton’s office NOW.
@JDVance @PeteHegseth @ElbridgeColby Please do this right now. This is not a drill.
@PeteHegseth needs the intellectual weight of @ElbridgeColby in order to create a new direction for United States foreign policy.
Senator Cotton's office: (479) 751-0879
Senator Cotton's fax: (479) 464-0648
Feb 17 • 4 tweets • 3 min read
Hello Mr. Eisen,
You have a long history with NGOs—Senior Fellow at the Brookings Institute, a tenure at the Anti-Defamation League, and most notably, founding the States United Democracy Center (EIN 861704152).
Your organization boasts an impressive roster:
🔵 Janet Napolitano (Director): Former Governor of Arizona
🔴 Tom Ridge (Director): First Secretary of the U.S. Department of Homeland Security
🔴 Christine Todd Whitman (Co-Chair): Former Republican Governor of New Jersey and Administrator of the Environmental Protection Agency under President George W. Bush.
🔴 Michael Steele (Director): Former RNC chair
🔴 Michael Chertoff (Director): Former United States Secretary of Homeland Security under President George W. Bush
🔵 Joanna Lydgate (President): Former Chief Deputy Attorney General of Massachusetts under a Democratic administration.
🔴 Tom Coleman (Director): Former House Representative from Missouri
🔴 Donald Ayer (Director): Former Deputy Attorney General under President George H.W. Bush
However, its website states absolutely nothing of what they do except a bunch of vaguities about defending democracy and a few papers.
Almost all of the expenses go to salary, with the "Other" expenses going out to contractors.
However, its website states absolutely nothing of what they do except a bunch of vaguities about defending democracy.
So, I was wondering... what do you guys actually do?
Turns out ... you have a YouTube channel and last year, you produced a very expensive-looking Muppet show.
That's what you spend your 17 million dollars on. Muppets that have less than 200 views. That's your idea of election security. Creating animated puppet shows that nobody watches to lecture nonexistent viewers on election safety.
Oh, and they're definitely produced by you, because I went to one of the websites linked in the video and it says "State United Democracy Center" at the bottom.
Tell me, who the hell is donating you to do this? And why should we trust any of you neoconservatives with the responsibility of safeguarding "Democracy" and elections if your idea of doing so is producing puppet shows?
@NormEisen @MSNBC @CapehartJ I have helpfully uploaded one of your Muppet productions for all to see:
Feb 15 • 8 tweets • 4 min read
🧵 THREAD: THE ILLUSION OF GLOBALISM
@JDVance was correct to call out the hypocrisy of European bureacrats. Politicians constantly preach “democracy” while pushing censorship, media control, and speech restrictions.
Why? Because their version of democracy isn’t about you. It’s about them staying in power, and NGOs are a large part of that equation.
I will explain why below. 👇
👑 GLOBALISM DOESN’T EXIST—IT’S FEUDALISM 👑
Forget “nationalism vs. globalism.” That’s a distraction. The Western world operates as a feudal system, where a small ruling class—modern nobles—hoard power and fear being overthrown.
In their minds, the U.S. isn’t governed by the three branches (Legislative, Executive, Judicial). That’s just a façade. The real power structure looks very different—one where NGOs, bureaucrats, and institutional elites dictate policy from above.
Feb 15 • 9 tweets • 4 min read
🧵 THREAD: ✈️ Political Travel Perks on Your Dime! 💰
I developed a new tool to uncover taxpayer-funded travel spending by politically connected organizations. What I found was shocking—millions spent on travel, often by groups with deep political ties.
Our favorite Uniparty NGOs were among the leads:
🔎 International Republican Institute (IRI) (EIN 521340267) – Nearly $12.2 million in travel expenses (9% of all receipts), with 96.65% of funding from taxpayers.
🔎 National Democratic Institute (NDI) (EIN 521338892) – Spent $13.8 million on travel (8% of all receipts) while getting 97.46% of its funding from taxpayers.
Link to the new tool: datarepublican.com/nonprofit/asse…
Feb 14 • 8 tweets • 3 min read
🚨 NEW TOOL: BULK PRINCIPAL OFFICER SEARCH 🚨
🔎 FIND THE CONNECTIONS. ANALYZE THE RESULTS. 💰
I’ve just launched a Bulk Principal Officer Search, making it easier than ever to investigate nonprofit leadership at scale.
Ask your favorite AI to give you a list of any names (e.g., journalists, Treasury officials, judges), separated by line breaks and copy & paste!
Here’s what’s new:
✅ Batch Search Up to 100 Names – Instantly look up multiple principal officers in one go.
✅ Asynchronous Streaming Results – Get results as they come in, no more waiting for the entire batch to finish.
✅ EIN Overlap Detection – See which nonprofits have shared leadership across multiple search terms.
✅ Download Results as CSV – Export EINs, nonprofits, and officers for deeper analysis.
✅ Search-Linked URLs – Share or revisit searches with pre-filled officer names in the URL.
💡 Whether you're tracking nonprofit leadership, investigating funding flows, or mapping influence networks, this tool gives you the data at scale.
⚠️ Data-heavy! Best viewed on desktop.
⌛ Patience! It will take a long time to complete.